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core : update the class docs of InMemoryVectorStore in in_memory.py (#29781)
- **Description:** Add the new introduction about checking `store` in in_memory.py, It’s necessary and useful for beginners. ```python Check Documents: .. code-block:: python for doc in vector_store.store.values(): print(doc) ``` --------- Co-authored-by: Chester Curme <chester.curme@gmail.com>
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@ -59,6 +59,17 @@ class InMemoryVectorStore(VectorStore):
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documents = [document_1, document_2, document_3]
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vector_store.add_documents(documents=documents)
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Inspect documents:
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.. code-block:: python
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top_n = 10
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for index, (id, doc) in enumerate(vector_store.store.items()):
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if index < top_n:
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# docs have keys 'id', 'vector', 'text', 'metadata'
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print(f"{id}: {doc['text']}")
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else:
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break
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Delete Documents:
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.. code-block:: python
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